lemon/dag_shortest_path.h
changeset 1912 d9205a711324
child 1946 17eb3eaad9f8
     1.1 --- /dev/null	Thu Jan 01 00:00:00 1970 +0000
     1.2 +++ b/lemon/dag_shortest_path.h	Fri Jan 27 08:17:25 2006 +0000
     1.3 @@ -0,0 +1,1082 @@
     1.4 +/* -*- C++ -*-
     1.5 + * lemon/dag_shortest_path.h - Part of LEMON, a generic C++ optimization library
     1.6 + *
     1.7 + * Copyright (C) 2005 Egervary Jeno Kombinatorikus Optimalizalasi Kutatocsoport
     1.8 + * (Egervary Research Group on Combinatorial Optimization, EGRES).
     1.9 + *
    1.10 + * Permission to use, modify and distribute this software is granted
    1.11 + * provided that this copyright notice appears in all copies. For
    1.12 + * precise terms see the accompanying LICENSE file.
    1.13 + *
    1.14 + * This software is provided "AS IS" with no warranty of any kind,
    1.15 + * express or implied, and with no claim as to its suitability for any
    1.16 + * purpose.
    1.17 + *
    1.18 + */
    1.19 +
    1.20 +#ifndef LEMON_DAG_SHORTEST_PATH_H
    1.21 +#define LEMON_DAG_SHORTEST_PATH_H
    1.22 +
    1.23 +///\ingroup flowalgs
    1.24 +/// \file
    1.25 +/// \brief DagShortestPath algorithm.
    1.26 +///
    1.27 +
    1.28 +#include <lemon/list_graph.h>
    1.29 +#include <lemon/invalid.h>
    1.30 +#include <lemon/error.h>
    1.31 +#include <lemon/maps.h>
    1.32 +#include <lemon/topology.h>
    1.33 +
    1.34 +#include <limits>
    1.35 +
    1.36 +namespace lemon {
    1.37 +
    1.38 +  /// \brief Default OperationTraits for the DagShortestPath algorithm class.
    1.39 +  ///  
    1.40 +  /// It defines all computational operations and constants which are
    1.41 +  /// used in the dag shortest path algorithm. The default implementation
    1.42 +  /// is based on the numeric_limits class. If the numeric type does not
    1.43 +  /// have infinity value then the maximum value is used as extremal
    1.44 +  /// infinity value.
    1.45 +  template <
    1.46 +    typename Value, 
    1.47 +    bool has_infinity = std::numeric_limits<Value>::has_infinity>
    1.48 +  struct DagShortestPathDefaultOperationTraits {
    1.49 +    /// \brief Gives back the zero value of the type.
    1.50 +    static Value zero() {
    1.51 +      return static_cast<Value>(0);
    1.52 +    }
    1.53 +    /// \brief Gives back the positive infinity value of the type.
    1.54 +    static Value infinity() {
    1.55 +      return std::numeric_limits<Value>::infinity();
    1.56 +    }
    1.57 +    /// \brief Gives back the sum of the given two elements.
    1.58 +    static Value plus(const Value& left, const Value& right) {
    1.59 +      return left + right;
    1.60 +    }
    1.61 +    /// \brief Gives back true only if the first value less than the second.
    1.62 +    static bool less(const Value& left, const Value& right) {
    1.63 +      return left < right;
    1.64 +    }
    1.65 +  };
    1.66 +
    1.67 +  template <typename Value>
    1.68 +  struct DagShortestPathDefaultOperationTraits<Value, false> {
    1.69 +    static Value zero() {
    1.70 +      return static_cast<Value>(0);
    1.71 +    }
    1.72 +    static Value infinity() {
    1.73 +      return std::numeric_limits<Value>::max();
    1.74 +    }
    1.75 +    static Value plus(const Value& left, const Value& right) {
    1.76 +      if (left == infinity() || right == infinity()) return infinity();
    1.77 +      return left + right;
    1.78 +    }
    1.79 +    static bool less(const Value& left, const Value& right) {
    1.80 +      return left < right;
    1.81 +    }
    1.82 +  };
    1.83 +  
    1.84 +  /// \brief Default traits class of DagShortestPath class.
    1.85 +  ///
    1.86 +  /// Default traits class of DagShortestPath class.
    1.87 +  /// \param _Graph Graph type.
    1.88 +  /// \param _LegthMap Type of length map.
    1.89 +  template<class _Graph, class _LengthMap>
    1.90 +  struct DagShortestPathDefaultTraits {
    1.91 +    /// The graph type the algorithm runs on. 
    1.92 +    typedef _Graph Graph;
    1.93 +
    1.94 +    /// \brief The type of the map that stores the edge lengths.
    1.95 +    ///
    1.96 +    /// The type of the map that stores the edge lengths.
    1.97 +    /// It must meet the \ref concept::ReadMap "ReadMap" concept.
    1.98 +    typedef _LengthMap LengthMap;
    1.99 +
   1.100 +    // The type of the length of the edges.
   1.101 +    typedef typename _LengthMap::Value Value;
   1.102 +
   1.103 +    /// \brief Operation traits for dag shortest path algorithm.
   1.104 +    ///
   1.105 +    /// It defines the infinity type on the given Value type
   1.106 +    /// and the used operation.
   1.107 +    /// \see DagShortestPathDefaultOperationTraits
   1.108 +    typedef DagShortestPathDefaultOperationTraits<Value> OperationTraits;
   1.109 + 
   1.110 +    /// \brief The type of the map that stores the last edges of the 
   1.111 +    /// shortest paths.
   1.112 +    /// 
   1.113 +    /// The type of the map that stores the last
   1.114 +    /// edges of the shortest paths.
   1.115 +    /// It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.116 +    ///
   1.117 +    typedef typename Graph::template NodeMap<typename _Graph::Edge> PredMap;
   1.118 +
   1.119 +    /// \brief Instantiates a PredMap.
   1.120 +    /// 
   1.121 +    /// This function instantiates a \ref PredMap. 
   1.122 +    /// \param G is the graph, to which we would like to define the PredMap.
   1.123 +    /// \todo The graph alone may be insufficient for the initialization
   1.124 +    static PredMap *createPredMap(const _Graph& graph) {
   1.125 +      return new PredMap(graph);
   1.126 +    }
   1.127 +
   1.128 +    /// \brief The type of the map that stores the dists of the nodes.
   1.129 +    ///
   1.130 +    /// The type of the map that stores the dists of the nodes.
   1.131 +    /// It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.132 +    ///
   1.133 +    typedef typename Graph::template NodeMap<typename _LengthMap::Value> 
   1.134 +    DistMap;
   1.135 +
   1.136 +    /// \brief Instantiates a DistMap.
   1.137 +    ///
   1.138 +    /// This function instantiates a \ref DistMap. 
   1.139 +    /// \param G is the graph, to which we would like to define the 
   1.140 +    /// \ref DistMap
   1.141 +    static DistMap *createDistMap(const _Graph& graph) {
   1.142 +      return new DistMap(graph);
   1.143 +    }
   1.144 +
   1.145 +  };
   1.146 +  
   1.147 +  /// \brief Inverse OperationTraits for the DagShortestPath algorithm class.
   1.148 +  /// 
   1.149 +  /// It defines all computational operations and constants which are
   1.150 +  /// used in the dag shortest path algorithm. It is the inverse of
   1.151 +  /// \ref DagShortestPathDefaultOperationTraits, so it can be used to
   1.152 +  /// calculate the longest path. The default implementation
   1.153 +  /// is based on the numeric_limits class. If the numeric type does not
   1.154 +  /// have infinity value then the minimum value is used as extremal
   1.155 +  /// infinity value.
   1.156 +  template <
   1.157 +    typename Value, 
   1.158 +    bool has_infinity = std::numeric_limits<Value>::has_infinity>
   1.159 +  struct DagLongestPathOperationTraits {
   1.160 +    /// \brief Gives back the zero value of the type.
   1.161 +    static Value zero() {
   1.162 +      return static_cast<Value>(0);
   1.163 +    }
   1.164 +    /// \brief Gives back the negative infinity value of the type.
   1.165 +    static Value infinity() {
   1.166 +      return -(std::numeric_limits<Value>::infinity());
   1.167 +    }
   1.168 +    /// \brief Gives back the sum of the given two elements.
   1.169 +    static Value plus(const Value& left, const Value& right) {
   1.170 +      return left + right;
   1.171 +    }
   1.172 +    /// \brief Gives back true only if the first value less than the second.
   1.173 +    static bool less(const Value& left, const Value& right) {
   1.174 +      return left > right;
   1.175 +    }
   1.176 +  };
   1.177 +
   1.178 +  template <typename Value>
   1.179 +  struct DagLongestPathOperationTraits<Value, false> {
   1.180 +    static Value zero() {
   1.181 +      return static_cast<Value>(0);
   1.182 +    }
   1.183 +    static Value infinity() {
   1.184 +      return std::numeric_limits<Value>::min();
   1.185 +    }
   1.186 +    static Value plus(const Value& left, const Value& right) {
   1.187 +      if (left == infinity() || right == infinity()) return infinity();
   1.188 +      return left + right;
   1.189 +    }
   1.190 +    static bool less(const Value& left, const Value& right) {
   1.191 +      return left > right;
   1.192 +    }
   1.193 +  };
   1.194 +
   1.195 +  /// \brief Inverse traits class of DagShortestPath class.
   1.196 +  ///
   1.197 +  /// Inverse traits class of DagShortestPath class.
   1.198 +  /// \param _Graph Graph type.
   1.199 +  /// \param _LegthMap Type of length map.
   1.200 +  template<class _Graph, class _LengthMap>
   1.201 +  struct DagLongestPathTraits {
   1.202 +    /// The graph type the algorithm runs on. 
   1.203 +    typedef _Graph Graph;
   1.204 +
   1.205 +    /// \brief The type of the map that stores the edge lengths.
   1.206 +    ///
   1.207 +    /// The type of the map that stores the edge lengths.
   1.208 +    /// It must meet the \ref concept::ReadMap "ReadMap" concept.
   1.209 +    typedef _LengthMap LengthMap;
   1.210 +
   1.211 +    // The type of the length of the edges.
   1.212 +    typedef typename _LengthMap::Value Value;
   1.213 +
   1.214 +    /// \brief Inverse operation traits for dag shortest path algorithm.
   1.215 +    ///
   1.216 +    /// It defines the infinity type on the given Value type
   1.217 +    /// and the used operation.
   1.218 +    /// \see DagLongestPathOperationTraits
   1.219 +    typedef DagLongestPathOperationTraits<Value> OperationTraits;
   1.220 + 
   1.221 +    /// \brief The type of the map that stores the last edges of the 
   1.222 +    /// longest paths.
   1.223 +    /// 
   1.224 +    /// The type of the map that stores the last
   1.225 +    /// edges of the longest paths.
   1.226 +    /// It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.227 +    ///
   1.228 +    typedef typename Graph::template NodeMap<typename _Graph::Edge> PredMap;
   1.229 +
   1.230 +    /// \brief Instantiates a PredMap.
   1.231 +    /// 
   1.232 +    /// This function instantiates a \ref PredMap. 
   1.233 +    /// \param G is the graph, to which we would like to define the PredMap.
   1.234 +    /// \todo The graph alone may be insufficient for the initialization
   1.235 +    static PredMap *createPredMap(const _Graph& graph) {
   1.236 +      return new PredMap(graph);
   1.237 +    }
   1.238 +
   1.239 +    /// \brief The type of the map that stores the dists of the nodes.
   1.240 +    ///
   1.241 +    /// The type of the map that stores the dists of the nodes.
   1.242 +    /// It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.243 +    ///
   1.244 +    typedef typename Graph::template NodeMap<typename _LengthMap::Value> 
   1.245 +    DistMap;
   1.246 +
   1.247 +    /// \brief Instantiates a DistMap.
   1.248 +    ///
   1.249 +    /// This function instantiates a \ref DistMap. 
   1.250 +    /// \param G is the graph, to which we would like to define the 
   1.251 +    /// \ref DistMap
   1.252 +    static DistMap *createDistMap(const _Graph& graph) {
   1.253 +      return new DistMap(graph);
   1.254 +    }
   1.255 +
   1.256 +  };
   1.257 +  
   1.258 +
   1.259 +  /// \brief %DagShortestPath algorithm class.
   1.260 +  ///
   1.261 +  /// \ingroup flowalgs
   1.262 +  /// This class provides an efficient implementation of a Dag sortest path
   1.263 +  /// searching algorithm. The edge lengths are passed to the algorithm
   1.264 +  /// using a \ref concept::ReadMap "ReadMap", so it is easy to change it
   1.265 +  /// to any kind of length.
   1.266 +  ///
   1.267 +  /// The complexity of the algorithm is O(n + e).
   1.268 +  ///
   1.269 +  /// The type of the length is determined by the
   1.270 +  /// \ref concept::ReadMap::Value "Value" of the length map.
   1.271 +  ///
   1.272 +  /// \param _Graph The graph type the algorithm runs on. The default value
   1.273 +  /// is \ref ListGraph. The value of _Graph is not used directly by
   1.274 +  /// DagShortestPath, it is only passed to \ref DagShortestPathDefaultTraits.
   1.275 +  /// \param _LengthMap This read-only EdgeMap determines the lengths of the
   1.276 +  /// edges. The default map type is \ref concept::StaticGraph::EdgeMap 
   1.277 +  /// "Graph::EdgeMap<int>".  The value of _LengthMap is not used directly 
   1.278 +  /// by DagShortestPath, it is only passed to \ref DagShortestPathDefaultTraits.  
   1.279 +  /// \param _Traits Traits class to set various data types used by the 
   1.280 +  /// algorithm.  The default traits class is \ref DagShortestPathDefaultTraits
   1.281 +  /// "DagShortestPathDefaultTraits<_Graph,_LengthMap>".  See \ref
   1.282 +  /// DagShortestPathDefaultTraits for the documentation of a DagShortestPath traits
   1.283 +  /// class.
   1.284 +  ///
   1.285 +  /// \author Balazs Attila Mihaly (based on Balazs Dezso's work)
   1.286 +
   1.287 +#ifdef DOXYGEN
   1.288 +  template <typename _Graph, typename _LengthMap, typename _Traits>
   1.289 +#else
   1.290 +  template <typename _Graph=ListGraph,
   1.291 +	    typename _LengthMap=typename _Graph::template EdgeMap<int>,
   1.292 +	    typename _Traits=DagShortestPathDefaultTraits<_Graph,_LengthMap> >
   1.293 +#endif
   1.294 +  class DagShortestPath {
   1.295 +  public:
   1.296 +    
   1.297 +    /// \brief \ref Exception for uninitialized parameters.
   1.298 +    ///
   1.299 +    /// This error represents problems in the initialization
   1.300 +    /// of the parameters of the algorithms.
   1.301 +
   1.302 +    class UninitializedParameter : public lemon::UninitializedParameter {
   1.303 +    public:
   1.304 +      virtual const char* exceptionName() const {
   1.305 +	return "lemon::DagShortestPath::UninitializedParameter";
   1.306 +      }
   1.307 +    };
   1.308 +
   1.309 +    typedef _Traits Traits;
   1.310 +    ///The type of the underlying graph.
   1.311 +    typedef typename _Traits::Graph Graph;
   1.312 +
   1.313 +    typedef typename Graph::Node Node;
   1.314 +    typedef typename Graph::NodeIt NodeIt;
   1.315 +    typedef typename Graph::Edge Edge;
   1.316 +    typedef typename Graph::EdgeIt EdgeIt;
   1.317 +    typedef typename Graph::OutEdgeIt OutEdgeIt;
   1.318 +    
   1.319 +    /// \brief The type of the length of the edges.
   1.320 +    typedef typename _Traits::LengthMap::Value Value;
   1.321 +    /// \brief The type of the map that stores the edge lengths.
   1.322 +    typedef typename _Traits::LengthMap LengthMap;
   1.323 +    /// \brief The type of the map that stores the last
   1.324 +    /// edges of the shortest paths.
   1.325 +    typedef typename _Traits::PredMap PredMap;
   1.326 +    /// \brief The type of the map that stores the dists of the nodes.
   1.327 +    typedef typename _Traits::DistMap DistMap;
   1.328 +    /// \brief The operation traits.
   1.329 +    typedef typename _Traits::OperationTraits OperationTraits;
   1.330 +    /// \brief The Node weight map.
   1.331 +    typedef typename Graph::NodeMap<Value> WeightMap;
   1.332 +  private:
   1.333 +    /// Pointer to the underlying graph
   1.334 +    const Graph *graph;
   1.335 +    /// Pointer to the length map
   1.336 +    const LengthMap *length;
   1.337 +    ///Pointer to the map of predecessors edges
   1.338 +    PredMap *_pred;
   1.339 +    ///Indicates if \ref _pred is locally allocated (\c true) or not
   1.340 +    bool local_pred;
   1.341 +    ///Pointer to the map of distances
   1.342 +    DistMap *_dist;
   1.343 +    ///Indicates if \ref _dist is locally allocated (\c true) or not
   1.344 +    bool local_dist;
   1.345 +    ///Process step counter
   1.346 +    unsigned int _process_step;
   1.347 +
   1.348 +    std::vector<Node> _node_order;
   1.349 +
   1.350 +    /// Creates the maps if necessary.
   1.351 +    void create_maps() {
   1.352 +      if(!_pred) {
   1.353 +	local_pred = true;
   1.354 +	_pred = Traits::createPredMap(*graph);
   1.355 +      }
   1.356 +      if(!_dist) {
   1.357 +	local_dist = true;
   1.358 +	_dist = Traits::createDistMap(*graph);
   1.359 +      }
   1.360 +    }
   1.361 +    
   1.362 +  public :
   1.363 + 
   1.364 +    typedef DagShortestPath Create;
   1.365 +
   1.366 +    /// \name Named template parameters
   1.367 +
   1.368 +    ///@{
   1.369 +
   1.370 +    template <class T>
   1.371 +    struct DefPredMapTraits : public Traits {
   1.372 +      typedef T PredMap;
   1.373 +      static PredMap *createPredMap(const Graph&) {
   1.374 +	throw UninitializedParameter();
   1.375 +      }
   1.376 +    };
   1.377 +
   1.378 +    /// \brief \ref named-templ-param "Named parameter" for setting PredMap 
   1.379 +    /// type
   1.380 +    /// \ref named-templ-param "Named parameter" for setting PredMap type
   1.381 +    ///
   1.382 +    template <class T>
   1.383 +    struct DefPredMap {
   1.384 +      typedef DagShortestPath< Graph, LengthMap, DefPredMapTraits<T> > Create;
   1.385 +    };
   1.386 +    
   1.387 +    template <class T>
   1.388 +    struct DefDistMapTraits : public Traits {
   1.389 +      typedef T DistMap;
   1.390 +      static DistMap *createDistMap(const Graph& graph) {
   1.391 +	throw UninitializedParameter();
   1.392 +      }
   1.393 +    };
   1.394 +
   1.395 +    /// \brief \ref named-templ-param "Named parameter" for setting DistMap 
   1.396 +    /// type
   1.397 +    ///
   1.398 +    /// \ref named-templ-param "Named parameter" for setting DistMap type
   1.399 +    ///
   1.400 +    template <class T>
   1.401 +    struct DefDistMap 
   1.402 +      : public DagShortestPath< Graph, LengthMap, DefDistMapTraits<T> > {
   1.403 +      typedef DagShortestPath< Graph, LengthMap, DefDistMapTraits<T> > Create;
   1.404 +    };
   1.405 +    
   1.406 +    template <class T>
   1.407 +    struct DefOperationTraitsTraits : public Traits {
   1.408 +      typedef T OperationTraits;
   1.409 +    };
   1.410 +    
   1.411 +    /// \brief \ref named-templ-param "Named parameter" for setting 
   1.412 +    /// OperationTraits type
   1.413 +    ///
   1.414 +    /// \ref named-templ-param "Named parameter" for setting OperationTraits
   1.415 +    /// type
   1.416 +    template <class T>
   1.417 +    struct DefOperationTraits
   1.418 +      : public DagShortestPath< Graph, LengthMap, DefOperationTraitsTraits<T> > {
   1.419 +      typedef DagShortestPath< Graph, LengthMap, DefOperationTraitsTraits<T> >
   1.420 +      Create;
   1.421 +    };
   1.422 +    
   1.423 +    ///@}
   1.424 +
   1.425 +  protected:
   1.426 +    
   1.427 +    DagShortestPath() {}
   1.428 +
   1.429 +  public:      
   1.430 +    
   1.431 +    /// \brief Constructor.
   1.432 +    ///
   1.433 +    /// \param _graph the graph the algorithm will run on.
   1.434 +    /// \param _length the length map used by the algorithm.
   1.435 +    DagShortestPath(const Graph& _graph, const LengthMap& _length) :
   1.436 +      graph(&_graph), length(&_length),
   1.437 +      _pred(0), local_pred(false),
   1.438 +      _dist(0), local_dist(false){}
   1.439 +
   1.440 +    /// \brief Constructor with node weight map.
   1.441 +    ///
   1.442 +    /// \param _graph the graph the algorithm will run on.
   1.443 +    /// \param _length the length map used by the algorithm.
   1.444 +    /// The NodeMap _length will be used as the weight map.
   1.445 +    /// Each edge will have the weight of its target node.
   1.446 +    DagShortestPath(const Graph& _graph, const WeightMap& _length) :
   1.447 +      graph(&_graph),
   1.448 +      _pred(0), local_pred(false),
   1.449 +      _dist(0), local_dist(false){
   1.450 +      length=new LengthMap(_graph);
   1.451 +      _dist=new DistMap(_graph);
   1.452 +      for(EdgeIt eit(_graph);eit!=INVALID;++eit)
   1.453 +	(const_cast<LengthMap*>(length))->set(eit,_length[_graph.target(eit)]);
   1.454 +      }
   1.455 +
   1.456 +    ///Destructor.
   1.457 +    ~DagShortestPath() {
   1.458 +      if(local_pred) delete _pred;
   1.459 +      if(local_dist) delete _dist;
   1.460 +    }
   1.461 +
   1.462 +    /// \brief Sets the length map.
   1.463 +    ///
   1.464 +    /// Sets the length map.
   1.465 +    /// \return \c (*this)
   1.466 +    DagShortestPath &lengthMap(const LengthMap &m) {
   1.467 +      length = &m;
   1.468 +      return *this;
   1.469 +    }
   1.470 +
   1.471 +    /// \brief Sets the map storing the predecessor edges.
   1.472 +    ///
   1.473 +    /// Sets the map storing the predecessor edges.
   1.474 +    /// If you don't use this function before calling \ref run(),
   1.475 +    /// it will allocate one. The destuctor deallocates this
   1.476 +    /// automatically allocated map, of course.
   1.477 +    /// \return \c (*this)
   1.478 +    DagShortestPath &predMap(PredMap &m) {
   1.479 +      if(local_pred) {
   1.480 +	delete _pred;
   1.481 +	local_pred=false;
   1.482 +      }
   1.483 +      _pred = &m;
   1.484 +      return *this;
   1.485 +    }
   1.486 +
   1.487 +    /// \brief Sets the map storing the distances calculated by the algorithm.
   1.488 +    ///
   1.489 +    /// Sets the map storing the distances calculated by the algorithm.
   1.490 +    /// If you don't use this function before calling \ref run(),
   1.491 +    /// it will allocate one. The destuctor deallocates this
   1.492 +    /// automatically allocated map, of course.
   1.493 +    /// \return \c (*this)
   1.494 +    DagShortestPath &distMap(DistMap &m) {
   1.495 +      if(local_dist) {
   1.496 +	delete _dist;
   1.497 +	local_dist=false;
   1.498 +      }
   1.499 +      _dist = &m;
   1.500 +      return *this;
   1.501 +    }
   1.502 +
   1.503 +    /// \name Execution control
   1.504 +    /// The simplest way to execute the algorithm is to use
   1.505 +    /// one of the member functions called \c run(...)
   1.506 +    /// \n
   1.507 +    /// If you need more control on the execution,
   1.508 +    /// first you must call \ref init(...), then you can add several source
   1.509 +    /// nodes with \ref addSource().
   1.510 +    /// Finally \ref start() will perform the actual path computation.
   1.511 +    /// Some functions have an alternative form (\ref checkedInit(...),
   1.512 +    /// \ref checkedRun(...)) which also verifies if the graph given in the
   1.513 +    /// constructor is a dag.
   1.514 +
   1.515 +    ///@{
   1.516 +
   1.517 +    /// \brief Initializes the internal data structures.
   1.518 +    ///
   1.519 +    /// Initializes the internal data structures.
   1.520 +    void init(const Value value = OperationTraits::infinity()) {
   1.521 +      typedef typename Graph::template NodeMap<int> NodeOrderMap;
   1.522 +      _process_step=0;
   1.523 +      NodeOrderMap node_order(*graph);
   1.524 +      topologicalSort(*graph,node_order);
   1.525 +      _node_order.resize(countNodes(*graph),INVALID);
   1.526 +      create_maps();
   1.527 +      for (NodeIt it(*graph); it != INVALID; ++it) {
   1.528 +        _node_order[node_order[it]]=it;
   1.529 +        _pred->set(it, INVALID);
   1.530 +        _dist->set(it, value);
   1.531 +      }
   1.532 +    }
   1.533 +
   1.534 +    /// \brief Initializes the internal data structures
   1.535 +    /// with a given topological sort (NodeMap).
   1.536 +    ///
   1.537 +    /// Initializes the internal data structures
   1.538 +    /// with a given topological sort (NodeMap).
   1.539 +    void init(const typename Graph::template NodeMap<int>& node_order,
   1.540 +         const Value value = OperationTraits::infinity()) {
   1.541 +      _process_step=0;
   1.542 +      _node_order.resize(countNodes(*graph),INVALID);
   1.543 +      create_maps();
   1.544 +      for (NodeIt it(*graph); it != INVALID; ++it) {
   1.545 +        _node_order[node_order[it]]=it;
   1.546 +        _pred->set(it, INVALID);
   1.547 +        _dist->set(it, value);
   1.548 +      }
   1.549 +    }
   1.550 +
   1.551 +    /// \brief Initializes the internal data structures
   1.552 +    /// with a given topological sort (std::vector).
   1.553 +    ///
   1.554 +    /// Initializes the internal data structures
   1.555 +    /// with a given topological sort (std::vector).
   1.556 +    void init(const std::vector<Node>& node_order,
   1.557 +        const Value value = OperationTraits::infinity()) {
   1.558 +      _process_step=0;
   1.559 +      _node_order=node_order;
   1.560 +      create_maps();
   1.561 +      for (NodeIt it(*graph); it != INVALID; ++it) {
   1.562 +        _pred->set(it, INVALID);
   1.563 +        _dist->set(it, value);
   1.564 +      }
   1.565 +    }
   1.566 +
   1.567 +    /// \brief Initializes the internal data structures. It also checks if the graph is dag.
   1.568 +    ///
   1.569 +    /// Initializes the internal data structures. It also checks if the graph is dag.
   1.570 +    /// \return true if the graph (given in the constructor) is dag, false otherwise.
   1.571 +    bool checkedInit(const Value value = OperationTraits::infinity()) {
   1.572 +      typedef typename Graph::template NodeMap<int> NodeOrderMap;
   1.573 +      NodeOrderMap node_order(*graph);
   1.574 +      if(!checkedTopologicalSort(*graph,node_order))return false;
   1.575 +      init(node_order,value);
   1.576 +      return true;
   1.577 +    }
   1.578 +
   1.579 +    /// \brief Initializes the internal data structures with a given
   1.580 +    /// topological sort (NodeMap). It also checks if the graph is dag.
   1.581 +    ///
   1.582 +    /// Initializes the internal data structures with a given
   1.583 +    /// topological sort (NodeMap). It also checks if the graph is dag.
   1.584 +    /// \return true if the graph (given in the constructor) is dag, false otherwise.
   1.585 +    bool checkedInit(const typename Graph::template NodeMap<int>& node_order, 
   1.586 +                     const Value value = OperationTraits::infinity()) {
   1.587 +      for(NodeIt it(*graph);it!=INVALID;++it){
   1.588 +        for(OutEdgeIt oeit(*graph,it);oeit!=INVALID;++oeit){
   1.589 +          if(node_order[graph->target(oeit)]<node_order[it])return false;
   1.590 +        }
   1.591 +      }
   1.592 +      init(node_order,value);
   1.593 +      return true;
   1.594 +    }
   1.595 +
   1.596 +    /// \brief Initializes the internal data structures with a given
   1.597 +    /// topological sort (std::vector). It also checks if the graph is dag.
   1.598 +    ///
   1.599 +    /// Initializes the internal data structures with a given
   1.600 +    /// topological sort (std::vector). It also checks if the graph is dag.
   1.601 +    /// \return true if the graph (given in the constructor) is dag, false otherwise.
   1.602 +    bool checkedInit(const std::vector<Node>& node_order, 
   1.603 +                     const Value value = OperationTraits::infinity()) {
   1.604 +      typedef typename Graph::template NodeMap<bool> BoolNodeMap;
   1.605 +      BoolNodeMap _processed(*graph,false);
   1.606 +      for(unsigned int i=0;i<_node_order.size();++i){
   1.607 +        _processed[node_order[i]]=true;
   1.608 +        for(OutEdgeIt oeit(*graph,node_order[i]);oeit!=INVALID;++oeit){
   1.609 +          if(_processed[graph->target(oeit)])return false;
   1.610 +        }
   1.611 +      }
   1.612 +      init(node_order,value);
   1.613 +      return true;
   1.614 +    }
   1.615 +
   1.616 +    /// \brief Adds a new source node.
   1.617 +    ///
   1.618 +    /// The optional second parameter is the initial distance of the node.
   1.619 +    /// It just sets the distance of the node to the given value.
   1.620 +    void addSource(Node source, Value dst = OperationTraits::zero()) {
   1.621 +      if((*_dist)[source] != dst){
   1.622 +        _dist->set(source, dst);
   1.623 +      }
   1.624 +    }
   1.625 +
   1.626 +    /// \brief Executes one step from the dag shortest path algorithm.
   1.627 +    ///
   1.628 +    /// If the algoritm calculated the distances in the previous step 
   1.629 +    /// strictly for all at most k length paths then it will calculate the 
   1.630 +    /// distances strictly for all at most k + 1 length paths. With k
   1.631 +    /// iteration this function calculates the at most k length paths.
   1.632 +    ///\pre the queue is not empty
   1.633 +    ///\return the currently processed node
   1.634 +    Node processNextNode() {
   1.635 +      if(reached(_node_order[_process_step])){
   1.636 +        for (OutEdgeIt it(*graph, _node_order[_process_step]); it != INVALID; ++it) {
   1.637 +	  Node target = graph->target(it);
   1.638 +	  Value relaxed =
   1.639 +	    OperationTraits::plus((*_dist)[_node_order[_process_step]], (*length)[it]);
   1.640 +	  if (OperationTraits::less(relaxed, (*_dist)[target])) {
   1.641 +	    _pred->set(target, it);
   1.642 +	    _dist->set(target, relaxed);
   1.643 +	  }
   1.644 +        }
   1.645 +      }
   1.646 +      ++_process_step;
   1.647 +      return _node_order[_process_step-1];
   1.648 +    }
   1.649 +
   1.650 +    ///\brief Returns \c false if there are nodes
   1.651 +    ///to be processed in the queue
   1.652 +    ///
   1.653 +    ///Returns \c false if there are nodes
   1.654 +    ///to be processed in the queue
   1.655 +    bool emptyQueue() { return _node_order.size()-1==_process_step; }
   1.656 +
   1.657 +    ///\brief Returns the number of the nodes to be processed.
   1.658 +    ///
   1.659 +    ///Returns the number of the nodes to be processed in the queue.
   1.660 +    int queueSize() { return _node_order.size()-1-_process_step; }
   1.661 +
   1.662 +    /// \brief Executes the algorithm.
   1.663 +    ///
   1.664 +    /// \pre init() must be called and at least one node should be added
   1.665 +    /// with addSource() before using this function.
   1.666 +    ///
   1.667 +    /// This method runs the %DagShortestPath algorithm from the root node(s)
   1.668 +    /// in order to compute the shortest path to each node. The algorithm 
   1.669 +    /// computes 
   1.670 +    /// - The shortest path tree.
   1.671 +    /// - The distance of each node from the root(s).
   1.672 +    void start() {
   1.673 +      while(!emptyQueue()) {
   1.674 +	processNextNode();
   1.675 +      }
   1.676 +    }
   1.677 +
   1.678 +    /// \brief Runs %DagShortestPath algorithm from node \c s.
   1.679 +    ///    
   1.680 +    /// This method runs the %DagShortestPath algorithm from a root node \c s
   1.681 +    /// in order to compute the shortest path to each node. The algorithm 
   1.682 +    /// computes
   1.683 +    /// - The shortest path tree.
   1.684 +    /// - The distance of each node from the root.
   1.685 +    ///
   1.686 +    /// \note d.run(s) is just a shortcut of the following code.
   1.687 +    /// \code
   1.688 +    ///  d.init();
   1.689 +    ///  d.addSource(s);
   1.690 +    ///  d.start();
   1.691 +    /// \endcode
   1.692 +    void run(Node s) {
   1.693 +      init();
   1.694 +      addSource(s);
   1.695 +      start();
   1.696 +    }
   1.697 +    
   1.698 +    /// \brief Runs %DagShortestPath algorithm from node \c s.
   1.699 +    /// It also checks if the graph is a dag.
   1.700 +    ///    
   1.701 +    /// This method runs the %DagShortestPath algorithm from a root node \c s
   1.702 +    /// in order to compute the shortest path to each node. The algorithm 
   1.703 +    /// computes
   1.704 +    /// - The shortest path tree.
   1.705 +    /// - The distance of each node from the root.
   1.706 +    /// The algorithm checks if the graph given int the constructor is a dag.
   1.707 +    bool checkedRun(Node s) {
   1.708 +      if(!checkedInit())return false;
   1.709 +      addSource(s);
   1.710 +      start();
   1.711 +      return true;
   1.712 +    }
   1.713 +    
   1.714 +    ///@}
   1.715 +
   1.716 +    /// \name Query Functions
   1.717 +    /// The result of the %DagShortestPath algorithm can be obtained using these
   1.718 +    /// functions.\n
   1.719 +    /// Before the use of these functions,
   1.720 +    /// either run() or start() must be called.
   1.721 +    
   1.722 +    ///@{
   1.723 +
   1.724 +    /// \brief Copies the shortest path to \c t into \c p
   1.725 +    ///    
   1.726 +    /// This function copies the shortest path to \c t into \c p.
   1.727 +    /// If it \c t is a source itself or unreachable, then it does not
   1.728 +    /// alter \c p.
   1.729 +    ///
   1.730 +    /// \return Returns \c true if a path to \c t was actually copied to \c p,
   1.731 +    /// \c false otherwise.
   1.732 +    /// \sa DirPath
   1.733 +    template <typename Path>
   1.734 +    bool getPath(Path &p, Node t) {
   1.735 +      if(reached(t)) {
   1.736 +	p.clear();
   1.737 +	typename Path::Builder b(p);
   1.738 +	for(b.setStartNode(t);predEdge(t)!=INVALID;t=predNode(t))
   1.739 +	  b.pushFront(predEdge(t));
   1.740 +	b.commit();
   1.741 +	return true;
   1.742 +      }
   1.743 +      return false;
   1.744 +    }
   1.745 +	  
   1.746 +    /// \brief The distance of a node from the root.
   1.747 +    ///
   1.748 +    /// Returns the distance of a node from the root.
   1.749 +    /// \pre \ref run() must be called before using this function.
   1.750 +    /// \warning If node \c v in unreachable from the root the return value
   1.751 +    /// of this funcion is undefined.
   1.752 +    Value dist(Node v) const { return (*_dist)[v]; }
   1.753 +
   1.754 +    /// \brief Returns the 'previous edge' of the shortest path tree.
   1.755 +    ///
   1.756 +    /// For a node \c v it returns the 'previous edge' of the shortest path 
   1.757 +    /// tree, i.e. it returns the last edge of a shortest path from the root 
   1.758 +    /// to \c v. It is \ref INVALID if \c v is unreachable from the root or 
   1.759 +    /// if \c v=s. The shortest path tree used here is equal to the shortest 
   1.760 +    /// path tree used in \ref predNode(). 
   1.761 +    /// \pre \ref run() must be called before using
   1.762 +    /// this function.
   1.763 +    Edge predEdge(Node v) const { return (*_pred)[v]; }
   1.764 +
   1.765 +    /// \brief Returns the 'previous node' of the shortest path tree.
   1.766 +    ///
   1.767 +    /// For a node \c v it returns the 'previous node' of the shortest path 
   1.768 +    /// tree, i.e. it returns the last but one node from a shortest path from 
   1.769 +    /// the root to \c /v. It is INVALID if \c v is unreachable from the root 
   1.770 +    /// or if \c v=s. The shortest path tree used here is equal to the 
   1.771 +    /// shortest path tree used in \ref predEdge().  \pre \ref run() must be 
   1.772 +    /// called before using this function.
   1.773 +    Node predNode(Node v) const { 
   1.774 +      return (*_pred)[v] == INVALID ? INVALID : graph->source((*_pred)[v]); 
   1.775 +    }
   1.776 +    
   1.777 +    /// \brief Returns a reference to the NodeMap of distances.
   1.778 +    ///
   1.779 +    /// Returns a reference to the NodeMap of distances. \pre \ref run() must
   1.780 +    /// be called before using this function.
   1.781 +    const DistMap &distMap() const { return *_dist;}
   1.782 + 
   1.783 +    /// \brief Returns a reference to the shortest path tree map.
   1.784 +    ///
   1.785 +    /// Returns a reference to the NodeMap of the edges of the
   1.786 +    /// shortest path tree.
   1.787 +    /// \pre \ref run() must be called before using this function.
   1.788 +    const PredMap &predMap() const { return *_pred; }
   1.789 + 
   1.790 +    /// \brief Checks if a node is reachable from the root.
   1.791 +    ///
   1.792 +    /// Returns \c true if \c v is reachable from the root.
   1.793 +    /// \pre \ref run() must be called before using this function.
   1.794 +    ///
   1.795 +    bool reached(Node v) { return (*_dist)[v] != OperationTraits::infinity(); }
   1.796 +    
   1.797 +    ///@}
   1.798 +  };
   1.799 + 
   1.800 +  /// \brief Default traits class of DagShortestPath function.
   1.801 +  ///
   1.802 +  /// Default traits class of DagShortestPath function.
   1.803 +  /// \param _Graph Graph type.
   1.804 +  /// \param _LengthMap Type of length map.
   1.805 +  template <typename _Graph, typename _LengthMap>
   1.806 +  struct DagShortestPathWizardDefaultTraits {
   1.807 +    /// \brief The graph type the algorithm runs on. 
   1.808 +    typedef _Graph Graph;
   1.809 +
   1.810 +    /// \brief The type of the map that stores the edge lengths.
   1.811 +    ///
   1.812 +    /// The type of the map that stores the edge lengths.
   1.813 +    /// It must meet the \ref concept::ReadMap "ReadMap" concept.
   1.814 +    typedef _LengthMap LengthMap;
   1.815 +
   1.816 +    /// \brief The value type of the length map.
   1.817 +    typedef typename _LengthMap::Value Value;
   1.818 +
   1.819 +    /// \brief Operation traits for dag shortest path algorithm.
   1.820 +    ///
   1.821 +    /// It defines the infinity type on the given Value type
   1.822 +    /// and the used operation.
   1.823 +    /// \see DagShortestPathDefaultOperationTraits
   1.824 +    typedef DagShortestPathDefaultOperationTraits<Value> OperationTraits;
   1.825 +
   1.826 +    /// \brief The type of the map that stores the last
   1.827 +    /// edges of the shortest paths.
   1.828 +    /// 
   1.829 +    /// The type of the map that stores the last
   1.830 +    /// edges of the shortest paths.
   1.831 +    /// It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.832 +    typedef NullMap <typename _Graph::Node,typename _Graph::Edge> PredMap;
   1.833 +
   1.834 +    /// \brief Instantiates a PredMap.
   1.835 +    /// 
   1.836 +    /// This function instantiates a \ref PredMap. 
   1.837 +    static PredMap *createPredMap(const _Graph &) {
   1.838 +      return new PredMap();
   1.839 +    }
   1.840 +    /// \brief The type of the map that stores the dists of the nodes.
   1.841 +    ///
   1.842 +    /// The type of the map that stores the dists of the nodes.
   1.843 +    /// It must meet the \ref concept::WriteMap "WriteMap" concept.
   1.844 +    typedef NullMap<typename Graph::Node, Value> DistMap;
   1.845 +    /// \brief Instantiates a DistMap.
   1.846 +    ///
   1.847 +    /// This function instantiates a \ref DistMap. 
   1.848 +    static DistMap *createDistMap(const _Graph &) {
   1.849 +      return new DistMap();
   1.850 +    }
   1.851 +  };
   1.852 +  
   1.853 +  /// \brief Default traits used by \ref DagShortestPathWizard
   1.854 +  ///
   1.855 +  /// To make it easier to use DagShortestPath algorithm
   1.856 +  /// we have created a wizard class.
   1.857 +  /// This \ref DagShortestPathWizard class needs default traits,
   1.858 +  /// as well as the \ref DagShortestPath class.
   1.859 +  /// The \ref DagShortestPathWizardBase is a class to be the default traits of the
   1.860 +  /// \ref DagShortestPathWizard class.
   1.861 +  /// \todo More named parameters are required...
   1.862 +  template<class _Graph,class _LengthMap>
   1.863 +  class DagShortestPathWizardBase 
   1.864 +    : public DagShortestPathWizardDefaultTraits<_Graph,_LengthMap> {
   1.865 +
   1.866 +    typedef DagShortestPathWizardDefaultTraits<_Graph,_LengthMap> Base;
   1.867 +  protected:
   1.868 +    /// Type of the nodes in the graph.
   1.869 +    typedef typename Base::Graph::Node Node;
   1.870 +
   1.871 +    /// Pointer to the underlying graph.
   1.872 +    void *_graph;
   1.873 +    /// Pointer to the length map
   1.874 +    void *_length;
   1.875 +    ///Pointer to the map of predecessors edges.
   1.876 +    void *_pred;
   1.877 +    ///Pointer to the map of distances.
   1.878 +    void *_dist;
   1.879 +    ///Pointer to the source node.
   1.880 +    Node _source;
   1.881 +
   1.882 +    public:
   1.883 +    /// Constructor.
   1.884 +    
   1.885 +    /// This constructor does not require parameters, therefore it initiates
   1.886 +    /// all of the attributes to default values (0, INVALID).
   1.887 +    DagShortestPathWizardBase() : _graph(0), _length(0), _pred(0),
   1.888 +			   _dist(0), _source(INVALID) {}
   1.889 +
   1.890 +    /// Constructor.
   1.891 +    
   1.892 +    /// This constructor requires some parameters,
   1.893 +    /// listed in the parameters list.
   1.894 +    /// Others are initiated to 0.
   1.895 +    /// \param graph is the initial value of  \ref _graph
   1.896 +    /// \param length is the initial value of  \ref _length
   1.897 +    /// \param source is the initial value of  \ref _source
   1.898 +    DagShortestPathWizardBase(const _Graph& graph, 
   1.899 +			  const _LengthMap& length, 
   1.900 +			  Node source = INVALID) :
   1.901 +      _graph((void *)&graph), _length((void *)&length), _pred(0),
   1.902 +      _dist(0), _source(source) {}
   1.903 +
   1.904 +  };
   1.905 +  
   1.906 +  /// A class to make the usage of DagShortestPath algorithm easier
   1.907 +
   1.908 +  /// This class is created to make it easier to use DagShortestPath algorithm.
   1.909 +  /// It uses the functions and features of the plain \ref DagShortestPath,
   1.910 +  /// but it is much simpler to use it.
   1.911 +  ///
   1.912 +  /// Simplicity means that the way to change the types defined
   1.913 +  /// in the traits class is based on functions that returns the new class
   1.914 +  /// and not on templatable built-in classes.
   1.915 +  /// When using the plain \ref DagShortestPath
   1.916 +  /// the new class with the modified type comes from
   1.917 +  /// the original class by using the ::
   1.918 +  /// operator. In the case of \ref DagShortestPathWizard only
   1.919 +  /// a function have to be called and it will
   1.920 +  /// return the needed class.
   1.921 +  ///
   1.922 +  /// It does not have own \ref run method. When its \ref run method is called
   1.923 +  /// it initiates a plain \ref DagShortestPath class, and calls the \ref 
   1.924 +  /// DagShortestPath::run() method of it.
   1.925 +  template<class _Traits>
   1.926 +  class DagShortestPathWizard : public _Traits {
   1.927 +    typedef _Traits Base;
   1.928 +
   1.929 +    ///The type of the underlying graph.
   1.930 +    typedef typename _Traits::Graph Graph;
   1.931 +
   1.932 +    typedef typename Graph::Node Node;
   1.933 +    typedef typename Graph::NodeIt NodeIt;
   1.934 +    typedef typename Graph::Edge Edge;
   1.935 +    typedef typename Graph::OutEdgeIt EdgeIt;
   1.936 +    
   1.937 +    ///The type of the map that stores the edge lengths.
   1.938 +    typedef typename _Traits::LengthMap LengthMap;
   1.939 +
   1.940 +    ///The type of the length of the edges.
   1.941 +    typedef typename LengthMap::Value Value;
   1.942 +
   1.943 +    ///\brief The type of the map that stores the last
   1.944 +    ///edges of the shortest paths.
   1.945 +    typedef typename _Traits::PredMap PredMap;
   1.946 +
   1.947 +    ///The type of the map that stores the dists of the nodes.
   1.948 +    typedef typename _Traits::DistMap DistMap;
   1.949 +
   1.950 +  public:
   1.951 +    /// Constructor.
   1.952 +    DagShortestPathWizard() : _Traits() {}
   1.953 +
   1.954 +    /// \brief Constructor that requires parameters.
   1.955 +    ///
   1.956 +    /// Constructor that requires parameters.
   1.957 +    /// These parameters will be the default values for the traits class.
   1.958 +    DagShortestPathWizard(const Graph& graph, const LengthMap& length, 
   1.959 +		      Node source = INVALID) 
   1.960 +      : _Traits(graph, length, source) {}
   1.961 +
   1.962 +    /// \brief Copy constructor
   1.963 +    DagShortestPathWizard(const _Traits &b) : _Traits(b) {}
   1.964 +
   1.965 +    ~DagShortestPathWizard() {}
   1.966 +
   1.967 +    /// \brief Runs DagShortestPath algorithm from a given node.
   1.968 +    ///    
   1.969 +    /// Runs DagShortestPath algorithm from a given node.
   1.970 +    /// The node can be given by the \ref source function.
   1.971 +    void run() {
   1.972 +      if(Base::_source == INVALID) throw UninitializedParameter();
   1.973 +      DagShortestPath<Graph,LengthMap,_Traits> 
   1.974 +	bf(*(Graph*)Base::_graph, *(LengthMap*)Base::_length);
   1.975 +      if (Base::_pred) bf.predMap(*(PredMap*)Base::_pred);
   1.976 +      if (Base::_dist) bf.distMap(*(DistMap*)Base::_dist);
   1.977 +      bf.run(Base::_source);
   1.978 +    }
   1.979 +
   1.980 +    /// \brief Runs DagShortestPath algorithm from the given node.
   1.981 +    ///
   1.982 +    /// Runs DagShortestPath algorithm from the given node.
   1.983 +    /// \param s is the given source.
   1.984 +    void run(Node source) {
   1.985 +      Base::_source = source;
   1.986 +      run();
   1.987 +    }
   1.988 +
   1.989 +    template<class T>
   1.990 +    struct DefPredMapBase : public Base {
   1.991 +      typedef T PredMap;
   1.992 +      static PredMap *createPredMap(const Graph &) { return 0; };
   1.993 +      DefPredMapBase(const _Traits &b) : _Traits(b) {}
   1.994 +    };
   1.995 +    
   1.996 +    ///\brief \ref named-templ-param "Named parameter"
   1.997 +    ///function for setting PredMap type
   1.998 +    ///
   1.999 +    /// \ref named-templ-param "Named parameter"
  1.1000 +    ///function for setting PredMap type
  1.1001 +    ///
  1.1002 +    template<class T>
  1.1003 +    DagShortestPathWizard<DefPredMapBase<T> > predMap(const T &t) 
  1.1004 +    {
  1.1005 +      Base::_pred=(void *)&t;
  1.1006 +      return DagShortestPathWizard<DefPredMapBase<T> >(*this);
  1.1007 +    }
  1.1008 +    
  1.1009 +    template<class T>
  1.1010 +    struct DefDistMapBase : public Base {
  1.1011 +      typedef T DistMap;
  1.1012 +      static DistMap *createDistMap(const Graph &) { return 0; };
  1.1013 +      DefDistMapBase(const _Traits &b) : _Traits(b) {}
  1.1014 +    };
  1.1015 +    
  1.1016 +    ///\brief \ref named-templ-param "Named parameter"
  1.1017 +    ///function for setting DistMap type
  1.1018 +    ///
  1.1019 +    /// \ref named-templ-param "Named parameter"
  1.1020 +    ///function for setting DistMap type
  1.1021 +    ///
  1.1022 +    template<class T>
  1.1023 +    DagShortestPathWizard<DefDistMapBase<T> > distMap(const T &t) {
  1.1024 +      Base::_dist=(void *)&t;
  1.1025 +      return DagShortestPathWizard<DefDistMapBase<T> >(*this);
  1.1026 +    }
  1.1027 +
  1.1028 +    template<class T>
  1.1029 +    struct DefOperationTraitsBase : public Base {
  1.1030 +      typedef T OperationTraits;
  1.1031 +      DefOperationTraitsBase(const _Traits &b) : _Traits(b) {}
  1.1032 +    };
  1.1033 +    
  1.1034 +    ///\brief \ref named-templ-param "Named parameter"
  1.1035 +    ///function for setting OperationTraits type
  1.1036 +    ///
  1.1037 +    /// \ref named-templ-param "Named parameter"
  1.1038 +    ///function for setting OperationTraits type
  1.1039 +    ///
  1.1040 +    template<class T>
  1.1041 +    DagShortestPathWizard<DefOperationTraitsBase<T> > distMap() {
  1.1042 +      return DagShortestPathWizard<DefDistMapBase<T> >(*this);
  1.1043 +    }
  1.1044 +    
  1.1045 +    /// \brief Sets the source node, from which the DagShortestPath algorithm runs.
  1.1046 +    ///
  1.1047 +    /// Sets the source node, from which the DagShortestPath algorithm runs.
  1.1048 +    /// \param s is the source node.
  1.1049 +    DagShortestPathWizard<_Traits>& source(Node source) {
  1.1050 +      Base::_source = source;
  1.1051 +      return *this;
  1.1052 +    }
  1.1053 +    
  1.1054 +  };
  1.1055 +  
  1.1056 +  /// \brief Function type interface for DagShortestPath algorithm.
  1.1057 +  ///
  1.1058 +  /// \ingroup flowalgs
  1.1059 +  /// Function type interface for DagShortestPath algorithm.
  1.1060 +  ///
  1.1061 +  /// This function also has several \ref named-templ-func-param 
  1.1062 +  /// "named parameters", they are declared as the members of class 
  1.1063 +  /// \ref DagShortestPathWizard.
  1.1064 +  /// The following
  1.1065 +  /// example shows how to use these parameters.
  1.1066 +  /// \code
  1.1067 +  /// dagShortestPath(g,length,source).predMap(preds).run();
  1.1068 +  /// \endcode
  1.1069 +  /// \warning Don't forget to put the \ref DagShortestPathWizard::run() "run()"
  1.1070 +  /// to the end of the parameter list.
  1.1071 +  /// \sa DagShortestPathWizard
  1.1072 +  /// \sa DagShortestPath
  1.1073 +  template<class _Graph, class _LengthMap>
  1.1074 +  DagShortestPathWizard<DagShortestPathWizardBase<_Graph,_LengthMap> >
  1.1075 +  dagShortestPath(const _Graph& graph,
  1.1076 +	      const _LengthMap& length, 
  1.1077 +	      typename _Graph::Node source = INVALID) {
  1.1078 +    return DagShortestPathWizard<DagShortestPathWizardBase<_Graph,_LengthMap> >
  1.1079 +      (graph, length, source);
  1.1080 +  }
  1.1081 +
  1.1082 +} //END OF NAMESPACE LEMON
  1.1083 +
  1.1084 +#endif
  1.1085 +